Ontology highlight
ABSTRACT:
SUBMITTER: Zhang S
PROVIDER: S-EPMC5970252 | biostudies-literature | 2018 May
REPOSITORIES: biostudies-literature
Scientific reports 20180525 1
The purpose of this article is to propose a test for two-sample location problem in high-dimensional data. In general highdimensional case, the data dimension can be much larger than the sample size and the underlying distribution may be far from normal. Existing tests requiring explicit relationship between the data dimension and sample size or designed for multivariate normal distributions may lose power significantly and even yield type I error rates strayed from nominal levels. To overcome t ...[more]